TOPAV Video 4.03 and Best Hardware CPU / GPU hardware

it appears that users with the latest and most powerful hardware, such as the NVIDIA RTX 4090 GPU, may not see significant benefits from the software

There seems to be a threshold beyond which having very advanced hardware will have little impact on the performance of this application, although I’m not sure what that threshold is. Other users have commented on this as well.

  1. Are there any other AI programs that can fully harness the capabilities of current hardware, providing faster and superior upscaling?

This is relative to what you are trying to accomplish. One area where TVAI has thoroughly struggled for me is with animation. But, I use another AI application that processes animation perfectly. Other areas where TVAI has been sub-par for me are with deinterlacing and denoising. But, again, I use different apps for these things.